Data Science & ML MCP Servers

Hypernym

Provides semantic text analysis and compression capabilities via the Hypernym AI API.

Ensembl

Provides large language models with access to the Ensembl genomics database for querying genomic data, gene information, sequences, and variants.

Futu

Exposes Futu API client functionalities as a Model Context Protocol (MCP) tool, enabling AI assistants to access stock data.

Foundation Models

Enables text generation through Apple's on-device Foundation Models, providing secure and private AI capabilities to Model Context Protocol (MCP) clients.

Cursor Chat History

Enables searching of vectorized Cursor IDE chat history using LanceDB and a local LLM.

WinCC OA

Connects AI assistants to WinCC OA SCADA systems for intelligent industrial automation and monitoring.

Perplexity

Enables Claude to perform web searches using the Perplexity AI API and provide answers with citations.

Discogs

Connect your Discogs music collection to an LLM client to query, analyze, and get recommendations via natural language.

Claude Agent

Facilitates interaction between AI agents and Model Context Protocol (MCP) servers through structured state management.

Notebook Nanoservice

Exposes functions within a notebook environment through a REST API.

4oimage

Enables AI systems to generate and edit images using text prompts via the 4o-image API.

Image Generator

Generates images from text prompts using Together AI or Replicate models.

CC-Meta

Evaluates AI prompts to provide instant feedback on clarity, specificity, and completeness directly within the terminal.

Obsidian

Provides AI models with programmatic access to Obsidian vaults for searching, reading, and analyzing notes.

News

Retrieves and summarizes news from the web using a secure password-protected MCP server.

Files-DB

Provides LLM coding agents with vector search capabilities for software projects via the Message Control Protocol (MCP).

Solon AI Embedded Examples

Provides embedded examples for Solon AI MCP (Micro Control Plane) server implementations.

STRING DB

Provides a comprehensive Model Context Protocol (MCP) server for accessing the STRING protein interaction database, enabling powerful tools for protein network analysis, functional enrichment, and comparative genomics.

Usensedata China Company Query

Provides an MCP-compatible server with tools to query comprehensive Chinese company data, enabling seamless integration with large language models.

GeneOntology

Provides AI systems with robust access to Gene Ontology (GO) data for ontology-based analysis, gene annotation research, and functional enrichment studies.